{"id":"https://openalex.org/W7148558033","doi":"https://doi.org/10.1109/vr67842.2026.00076","title":"MIFE: A Multimodal VR Immersive Training System for Fire Escape","display_name":"MIFE: A Multimodal VR Immersive Training System for Fire Escape","publication_year":2026,"publication_date":"2026-03-21","ids":{"openalex":"https://openalex.org/W7148558033","doi":"https://doi.org/10.1109/vr67842.2026.00076"},"language":null,"primary_location":{"id":"doi:10.1109/vr67842.2026.00076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vr67842.2026.00076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100641142","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0002-7409-0948"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weijie Liu","raw_affiliation_strings":["Tianjin University"],"affiliations":[{"raw_affiliation_string":"Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132739889","display_name":"Yalei Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I133270356","display_name":"Tianjin University of Technology and Education","ror":"https://ror.org/035gwtk09","country_code":"CN","type":"education","lineage":["https://openalex.org/I133270356"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yalei Liu","raw_affiliation_strings":["Tianjin Yunlan Internet of Things Technology Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Tianjin Yunlan Internet of Things Technology Co., Ltd","institution_ids":["https://openalex.org/I133270356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112840159","display_name":"J Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxuan Gao","raw_affiliation_strings":["Tianjin University"],"affiliations":[{"raw_affiliation_string":"Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053906408","display_name":"Zixuan Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixuan Xie","raw_affiliation_strings":["Tianjin University"],"affiliations":[{"raw_affiliation_string":"Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132735756","display_name":"Qiuyu Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuyu Fu","raw_affiliation_strings":["Tianjin University"],"affiliations":[{"raw_affiliation_string":"Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132824060","display_name":"Lu Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Lu","raw_affiliation_strings":["Tianjin University"],"affiliations":[{"raw_affiliation_string":"Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034675932","display_name":"Jian Ma","orcid":"https://orcid.org/0000-0002-9269-1130"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Ma","raw_affiliation_strings":["Tianjin University"],"affiliations":[{"raw_affiliation_string":"Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100343537","display_name":"Ke Li","orcid":"https://orcid.org/0000-0003-1329-9139"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Li","raw_affiliation_strings":["Tianjin University"],"affiliations":[{"raw_affiliation_string":"Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100641142"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.89791873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"563","last_page":"573"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.13410000503063202,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.13410000503063202,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.13379999995231628,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.05609999969601631,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6340000033378601},{"id":"https://openalex.org/keywords/training-system","display_name":"Training system","score":0.45489999651908875},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.3666999936103821},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.2567000091075897}],"concepts":[{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6340000033378601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5212000012397766},{"id":"https://openalex.org/C2776857766","wikidata":"https://www.wikidata.org/wiki/Q7832987","display_name":"Training system","level":2,"score":0.45489999651908875},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37630000710487366},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.3666999936103821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3172000050544739},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26910001039505005},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.26809999346733093},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C557531904","wikidata":"https://www.wikidata.org/wiki/Q897825","display_name":"Firefighting","level":2,"score":0.2425999939441681}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vr67842.2026.00076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vr67842.2026.00076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.4502325654029846}],"awards":[],"funders":[{"id":"https://openalex.org/F4320336823","display_name":"Science Fund for Distinguished Young Scholars of Tianjin","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1966530137","https://openalex.org/W1967554269","https://openalex.org/W2021625970","https://openalex.org/W2087860956","https://openalex.org/W2134126205","https://openalex.org/W2756029264","https://openalex.org/W2768683308","https://openalex.org/W2777517149","https://openalex.org/W2832627245","https://openalex.org/W2895748257","https://openalex.org/W2941822396","https://openalex.org/W2999182075","https://openalex.org/W3019553161","https://openalex.org/W3043155107","https://openalex.org/W4205486898","https://openalex.org/W4224012824","https://openalex.org/W4242214031","https://openalex.org/W4281288361","https://openalex.org/W4296619487","https://openalex.org/W4307827216","https://openalex.org/W4312238214","https://openalex.org/W4365455976","https://openalex.org/W4384340016","https://openalex.org/W4385885193","https://openalex.org/W4386221586","https://openalex.org/W4386995439","https://openalex.org/W4387166726","https://openalex.org/W4389080003","https://openalex.org/W4390873292","https://openalex.org/W4391021169","https://openalex.org/W4391528883","https://openalex.org/W4399890102","https://openalex.org/W4400145929","https://openalex.org/W4400410221","https://openalex.org/W4401009275","https://openalex.org/W4401946329","https://openalex.org/W4402704593","https://openalex.org/W4402716184","https://openalex.org/W4407248035","https://openalex.org/W4407438869","https://openalex.org/W4410236805","https://openalex.org/W4411327279","https://openalex.org/W4411377335"],"related_works":[],"abstract_inverted_index":{"High-rise":[0],"fire":[1,86,98,154,200],"escape":[2,104,155],"training":[3,171],"for":[4,195],"the":[5,13,35,72,97,128,133,160,180,184],"public":[6],"poses":[7],"a":[8,83,115,139],"significant":[9],"challenge,":[10],"owing":[11],"to":[12,45,47,89,95,142,148],"prohibitive":[14],"cost":[15],"and":[16,50,64,100,117,132,169,177,193],"logistical":[17],"intricacies":[18],"involved":[19],"in":[20,32,179,198],"deploying":[21],"high-fidelity":[22],"simulations.":[23],"While":[24],"virtual":[25,134],"reality":[26],"(VR)":[27],"technologies":[28],"have":[29,113],"demonstrated":[30],"potential":[31,194],"safety":[33],"education,":[34],"number":[36],"of":[37,153,159,183],"interaction":[38,79],"modalities":[39,80],"they":[40,51],"offer":[41],"is":[42],"mostly":[43],"limited":[44],"3":[46],"5":[48],"types,":[49],"heavily":[52],"rely":[53],"on":[54],"controllers":[55],"that":[56,164],"abstract":[57],"actions":[58],"into":[59],"button":[60],"presses,":[61],"limiting":[62],"immersion":[63],"skill":[65],"transfer.":[66],"In":[67],"this":[68],"paper,":[69],"we":[70,112],"propose":[71],"MIFE":[73,137,165],"system,":[74],"which":[75],"designs":[76],"8":[77],"distinct":[78],"along":[81],"with":[82,150],"real-time":[84,118],"dynamic":[85],"spread":[87],"simulation":[88],"further":[90],"improve":[91],"immersion,":[92],"allowing":[93],"trainees":[94,149],"perceive":[96],"scene":[99],"efficiently":[101],"master":[102],"key":[103],"skills":[105],"through":[106],"vision,":[107],"auditory,":[108],"olfactory,":[109],"etc.":[110],"Moreover,":[111],"designed":[114],"controller-free":[116],"full-body":[119,130],"motion":[120],"capture":[121],"(MoCap)":[122],"module,":[123],"achieving":[124],"precise":[125],"mapping":[126],"between":[127],"trainees\u2019":[129],"movements":[131],"avatar.":[135],"Additionally,":[136],"leverages":[138],"knowledge":[140],"graph":[141],"provide":[143],"tailored":[144],"guidance,":[145],"adapting":[146],"dynamically":[147],"varying":[151],"levels":[152],"proficiency.":[156],"The":[157],"results":[158],"user":[161],"study":[162],"demonstrate":[163],"significantly":[166],"outperforms":[167],"self-study":[168],"controller-based":[170],"systems,":[172],"particularly,":[173],"improving":[174],"by":[175],"3.08/10":[176],"2.38/10":[178],"performance":[181],"score":[182],"evaluation":[185],"stage,":[186],"respectively.":[187],"This":[188],"implies":[189],"its":[190],"practical":[191],"utility":[192],"broader":[196],"adoption":[197],"high-rise":[199],"emergency":[201],"training.":[202]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-04-03T00:00:00"}
